Lukas Arzoumanidis
PulseAugur coverage of Lukas Arzoumanidis — every cluster mentioning Lukas Arzoumanidis across labs, papers, and developer communities, ranked by signal.
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New AI pipeline reconstructs 3D city models with zero-shot learning
Researchers have developed SVI2LoD3, a new agent-driven pipeline for reconstructing facade openings in 3D city models. This method utilizes a zero-shot segmentation strategy, significantly reducing the need for manually…
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Graph Neural Networks Reconstruct Historical Water Storage Data
Researchers have developed a novel approach using spatio-temporal graph neural networks (MTGNN) to reconstruct historical terrestrial water storage (TWS) data. This deep learning model learns from meteorological forcing…
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New multimodal contrastive learning architectures MELT and SALT improve spatial prediction
Researchers have developed two novel multimodal contrastive learning architectures, MELT and SALT, to enhance spatial prediction tasks by utilizing unpaired geospatial data. These methods aim to overcome limitations in …